Comparing Cluster 0 and Cluster 1

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Dataset statistics

	Cluster 0	Cluster 1
Number of variables	12	12
Number of observations	1436	1314
Missing cells	0	0
Missing cells (%)	0.0%	0.0%
Duplicate rows	194	187
Duplicate rows (%)	13.5%	14.2%
Total size in memory	145.8 KiB	133.5 KiB
Average record size in memory	104.0 B	104.0 B

Variable types

	Cluster 0	Cluster 1
Numeric	12	12

Alerts

Cluster 0	Cluster 1
Dataset has 194 (13.5%) duplicate rows	Dataset has 187 (14.2%) duplicate rows	Duplicates
`alcohol` is highly overall correlated with `density`	`alcohol` is highly overall correlated with `density`	High correlation
`density` is highly overall correlated with `alcohol` and 1 other fields	`density` is highly overall correlated with `alcohol` and 1 other fields	High correlation
`residual sugar` is highly overall correlated with `density`	`residual sugar` is highly overall correlated with `density`	High correlation
Alert not present in this dataset	`fixed acidity` is highly overall correlated with `pH`	High correlation
Alert not present in this dataset	`free sulfur dioxide` is highly overall correlated with `total sulfur dioxide`	High correlation
Alert not present in this dataset	`pH` is highly overall correlated with `fixed acidity`	High correlation
Alert not present in this dataset	`total sulfur dioxide` is highly overall correlated with `free sulfur dioxide`	High correlation

Reproduction

	Cluster 0	Cluster 1
Analysis started	2025-08-22 15:35:33.218768	2025-08-22 15:35:45.518843
Analysis finished	2025-08-22 15:35:45.514159	2025-08-22 15:35:58.318687
Duration	12.3 seconds	12.8 seconds
Software version	ydata-profiling vv4.16.1	ydata-profiling vv4.16.1
Download configuration	config.json	config.json

fixed acidity
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	42	42
Distinct (%)	2.9%	3.2%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.49543001	0.48276256

	Cluster 0	Cluster 1
Minimum	0	0
Maximum	1	1
Zeros	1	3
Zeros (%)	0.1%	0.2%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	22.4 KiB	20.5 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0	0
5-th percentile	0.2	0.15
Q1	0.35	0.35
median	0.475	0.475
Q3	0.625	0.6
95-th percentile	0.85	0.825
Maximum	1	1
Range	1	1
Interquartile range (IQR)	0.275	0.25

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.19202668	0.19986288
Coefficient of variation (CV)	0.38759597	0.4139983
Kurtosis	-0.32344826	-0.28230346
Mean	0.49543001	0.48276256
Median Absolute Deviation (MAD)	0.125	0.125
Skewness	0.25988679	0.14891895
Sum	711.4375	634.35
Variance	0.036874244	0.039945171
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
0.4	96	6.7%
0.5	76	5.3%
0.55	76	5.3%
0.45	73	5.1%
0.525	73	5.1%
0.3	72	5.0%
0.6	65	4.5%
0.375	64	4.5%
0.475	62	4.3%
0.425	60	4.2%
Other values (32)	719	50.1%

Value	Count	Frequency (%)
0.5	74	5.6%
0.45	69	5.3%
0.425	68	5.2%
0.525	68	5.2%
0.55	67	5.1%
0.475	67	5.1%
0.575	63	4.8%
0.3	55	4.2%
0.35	53	4.0%
0.375	51	3.9%
Other values (32)	679	51.7%

Value	Count	Frequency (%)
0	1	0.1%
0.025	4	0.3%
0.05	3	0.2%
0.075	5	0.3%
0.1	6	0.4%
0.125	9	0.6%
0.15	11	0.8%
0.175	15	1.0%
0.2	31	2.2%
0.225	27	1.9%

Value	Count	Frequency (%)
0	3	0.2%
0.025	2	0.2%
0.05	12	0.9%
0.075	16	1.2%
0.1	13	1.0%
0.125	11	0.8%
0.15	10	0.8%
0.175	13	1.0%
0.2	28	2.1%
0.225	25	1.9%

Value	Count	Frequency (%)
0	3	0.2%
0.025	2	0.1%
0.05	12	0.8%
0.075	16	1.1%
0.1	13	0.9%
0.125	11	0.8%
0.15	10	0.7%
0.175	13	0.9%
0.2	28	1.9%
0.225	25	1.7%

Value	Count	Frequency (%)
0	1	0.1%
0.025	4	0.3%
0.05	3	0.2%
0.075	5	0.4%
0.1	6	0.5%
0.125	9	0.7%
0.15	11	0.8%
0.175	15	1.1%
0.2	31	2.4%
0.225	27	2.1%

volatile acidity
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	64	63
Distinct (%)	4.5%	4.8%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.38213144	0.51116185

	Cluster 0	Cluster 1
Minimum	0	0
Maximum	0.98765432	1
Zeros	2	2
Zeros (%)	0.1%	0.2%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	22.4 KiB	20.5 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0	0
5-th percentile	0.12345679	0.22222222
Q1	0.24691358	0.37037037
median	0.37037037	0.49382716
Q3	0.49382716	0.64197531
95-th percentile	0.69135802	0.86419753
Maximum	0.98765432	1
Range	0.98765432	1
Interquartile range (IQR)	0.24691358	0.27160494

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.17736781	0.19192382
Coefficient of variation (CV)	0.46415393	0.37546586
Kurtosis	0.10824434	-0.37754909
Mean	0.38213144	0.51116185
Median Absolute Deviation (MAD)	0.12345679	0.12345679
Skewness	0.57985273	0.26004272
Sum	548.74074	671.66667
Variance	0.031459339	0.036834754
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2962962963	88	6.1%
0.2469135802	82	5.7%
0.3209876543	77	5.4%
0.3950617284	74	5.2%
0.2222222222	74	5.2%
0.1975308642	73	5.1%
0.4938271605	70	4.9%
0.3456790123	68	4.7%
0.3703703704	67	4.7%
0.4197530864	62	4.3%
Other values (54)	701	48.8%

Value	Count	Frequency (%)
0.4938271605	76	5.8%
0.5925925926	72	5.5%
0.5432098765	70	5.3%
0.4444444444	66	5.0%
0.3950617284	66	5.0%
0.3456790123	59	4.5%
0.2962962963	55	4.2%
0.4691358025	54	4.1%
0.4197530864	53	4.0%
0.5185185185	52	4.0%
Other values (53)	691	52.6%

Value	Count	Frequency (%)
0	2	0.1%
0.01234567901	1	0.1%
0.02469135802	1	0.1%
0.04938271605	5	0.3%
0.06172839506	4	0.3%
0.07407407407	8	0.6%
0.08641975309	2	0.1%
0.0987654321	25	1.7%
0.1111111111	1	0.1%
0.1234567901	25	1.7%

Value	Count	Frequency (%)
0	2	0.2%
0.04938271605	1	0.1%
0.07407407407	1	0.1%
0.08641975309	1	0.1%
0.0987654321	6	0.5%
0.1111111111	2	0.2%
0.1234567901	2	0.2%
0.1481481481	5	0.4%
0.1604938272	1	0.1%
0.1728395062	12	0.9%

Value	Count	Frequency (%)
0	2	0.1%
0.04938271605	1	0.1%
0.07407407407	1	0.1%
0.08641975309	1	0.1%
0.0987654321	6	0.4%
0.1111111111	2	0.1%
0.1234567901	2	0.1%
0.1481481481	5	0.3%
0.1604938272	1	0.1%
0.1728395062	12	0.8%

Value	Count	Frequency (%)
0	2	0.2%
0.01234567901	1	0.1%
0.02469135802	1	0.1%
0.04938271605	5	0.4%
0.06172839506	4	0.3%
0.07407407407	8	0.6%
0.08641975309	2	0.2%
0.0987654321	25	1.9%
0.1111111111	1	0.1%
0.1234567901	25	1.9%

citric acid
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	45	45
Distinct (%)	3.1%	3.4%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.45317964	0.47585738

	Cluster 0	Cluster 1
Minimum	0	0
Maximum	1	1
Zeros	7	2
Zeros (%)	0.5%	0.2%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	22.4 KiB	20.5 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0	0
5-th percentile	0.14893617	0.25531915
Q1	0.34042553	0.38297872
median	0.44680851	0.45744681
Q3	0.55319149	0.55319149
95-th percentile	0.82978723	0.80851064
Maximum	1	1
Range	1	1
Interquartile range (IQR)	0.21276596	0.17021277

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.18218102	0.15357669
Coefficient of variation (CV)	0.4020062	0.32273681
Kurtosis	0.17755392	0.75583827
Mean	0.45317964	0.47585738
Median Absolute Deviation (MAD)	0.10638298	0.095744681
Skewness	0.30743761	0.53954921
Sum	650.76596	625.2766
Variance	0.033189925	0.023585801
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
0.3829787234	92	6.4%
0.4255319149	92	6.4%
0.4680851064	90	6.3%
0.829787234	81	5.6%
0.4042553191	79	5.5%
0.5106382979	75	5.2%
0.3617021277	74	5.2%
0.3404255319	67	4.7%
0.4468085106	65	4.5%
0.4893617021	65	4.5%
Other values (35)	656	45.7%

Value	Count	Frequency (%)
0.4255319149	107	8.1%
0.3829787234	97	7.4%
0.4680851064	96	7.3%
0.4042553191	79	6.0%
0.4468085106	75	5.7%
0.5106382979	72	5.5%
0.4893617021	72	5.5%
0.3617021277	68	5.2%
0.5531914894	63	4.8%
0.5744680851	56	4.3%
Other values (35)	529	40.3%

Value	Count	Frequency (%)
0	7	0.5%
0.04255319149	10	0.7%
0.06382978723	4	0.3%
0.08510638298	17	1.2%
0.1063829787	11	0.8%
0.1276595745	16	1.1%
0.1489361702	12	0.8%
0.170212766	15	1.0%
0.1914893617	19	1.3%
0.2127659574	19	1.3%

Value	Count	Frequency (%)
0	2	0.2%
0.02127659574	1	0.1%
0.06382978723	4	0.3%
0.1063829787	6	0.5%
0.1276595745	5	0.4%
0.1489361702	1	0.1%
0.170212766	9	0.7%
0.1914893617	4	0.3%
0.2127659574	7	0.5%
0.2340425532	14	1.1%

Value	Count	Frequency (%)
0	2	0.1%
0.02127659574	1	0.1%
0.06382978723	4	0.3%
0.1063829787	6	0.4%
0.1276595745	5	0.3%
0.1489361702	1	0.1%
0.170212766	9	0.6%
0.1914893617	4	0.3%
0.2127659574	7	0.5%
0.2340425532	14	1.0%

Value	Count	Frequency (%)
0	7	0.5%
0.04255319149	10	0.8%
0.06382978723	4	0.3%
0.08510638298	17	1.3%
0.1063829787	11	0.8%
0.1276595745	16	1.2%
0.1489361702	12	0.9%
0.170212766	15	1.1%
0.1914893617	19	1.4%
0.2127659574	19	1.4%

residual sugar
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	123	169
Distinct (%)	8.6%	12.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.13263902	0.15210565

	Cluster 0	Cluster 1
Minimum	0	0.0046728972
Maximum	0.68224299	0.69626168
Zeros	2	0
Zeros (%)	0.1%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	22.4 KiB	20.5 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0	0.0046728972
5-th percentile	0.023364486	0.018691589
Q1	0.037383178	0.046728972
median	0.070093458	0.10280374
Q3	0.21495327	0.22429907
95-th percentile	0.37850467	0.42056075
Maximum	0.68224299	0.69626168
Range	0.68224299	0.69158879
Interquartile range (IQR)	0.17757009	0.17757009

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.12356132	0.13474515
Coefficient of variation (CV)	0.93156089	0.88586555
Kurtosis	0.59682123	1.0561543
Mean	0.13263902	0.15210565
Median Absolute Deviation (MAD)	0.042056075	0.070093458
Skewness	1.1523933	1.2236738
Sum	190.46963	199.86682
Variance	0.0152674	0.018156256
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02803738318	95	6.6%
0.03738317757	94	6.5%
0.04672897196	91	6.3%
0.03271028037	78	5.4%
0.04205607477	78	5.4%
0.02336448598	67	4.7%
0.05607476636	44	3.1%
0.05140186916	41	2.9%
0.01869158879	37	2.6%
0.06542056075	35	2.4%
Other values (113)	776	54.0%

Value	Count	Frequency (%)
0.02336448598	56	4.3%
0.02803738318	54	4.1%
0.03738317757	53	4.0%
0.04672897196	43	3.3%
0.03271028037	41	3.1%
0.05607476636	41	3.1%
0.01869158879	40	3.0%
0.04205607477	39	3.0%
0.05140186916	38	2.9%
0.06542056075	35	2.7%
Other values (159)	874	66.5%

Value	Count	Frequency (%)
0	2	0.1%
0.004672897196	4	0.3%
0.009345794393	6	0.4%
0.01401869159	20	1.4%
0.01869158879	37	2.6%
0.02336448598	67	4.7%
0.02570093458	1	0.1%
0.02803738318	95	6.6%
0.03271028037	78	5.4%
0.03504672897	1	0.1%

Value	Count	Frequency (%)
0.004672897196	3	0.2%
0.009345794393	7	0.5%
0.01401869159	15	1.1%
0.01635514019	3	0.2%
0.01869158879	40	3.0%
0.02102803738	1	0.1%
0.02336448598	56	4.3%
0.02570093458	2	0.2%
0.02803738318	54	4.1%
0.03037383178	1	0.1%

Value	Count	Frequency (%)
0.004672897196	3	0.2%
0.009345794393	7	0.5%
0.01401869159	15	1.0%
0.01635514019	3	0.2%
0.01869158879	40	2.8%
0.02102803738	1	0.1%
0.02336448598	56	3.9%
0.02570093458	2	0.1%
0.02803738318	54	3.8%
0.03037383178	1	0.1%

Value	Count	Frequency (%)
0	2	0.2%
0.004672897196	4	0.3%
0.009345794393	6	0.5%
0.01401869159	20	1.5%
0.01869158879	37	2.8%
0.02336448598	67	5.1%
0.02570093458	1	0.1%
0.02803738318	95	7.2%
0.03271028037	78	5.9%
0.03504672897	1	0.1%

chlorides
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	49	44
Distinct (%)	3.4%	3.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.53210804	0.33066971

	Cluster 0	Cluster 1
Minimum	0.035714286	0
Maximum	1	0.91071429
Zeros	0	4
Zeros (%)	0.0%	0.3%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	22.4 KiB	20.5 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0.035714286	0
5-th percentile	0.30357143	0.125
Q1	0.42857143	0.25
median	0.51785714	0.33928571
Q3	0.625	0.41071429
95-th percentile	0.78571429	0.53571429
Maximum	1	0.91071429
Range	0.96428571	0.91071429
Interquartile range (IQR)	0.19642857	0.16071429

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.14748254	0.12667051
Coefficient of variation (CV)	0.27716654	0.3830726
Kurtosis	0.058605422	0.78370403
Mean	0.53210804	0.33066971
Median Absolute Deviation (MAD)	0.10714286	0.071428571
Skewness	0.23283228	0.28728745
Sum	764.10714	434.5
Variance	0.021751101	0.016045417
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
0.5714285714	74	5.2%
0.4464285714	73	5.1%
0.4821428571	73	5.1%
0.5535714286	70	4.9%
0.5178571429	70	4.9%
0.5	67	4.7%
0.375	63	4.4%
0.4642857143	62	4.3%
0.625	59	4.1%
0.6071428571	57	4.0%
Other values (39)	768	53.5%

Value	Count	Frequency (%)
0.375	92	7.0%
0.3392857143	90	6.8%
0.2678571429	75	5.7%
0.2857142857	73	5.6%
0.3571428571	71	5.4%
0.3035714286	71	5.4%
0.3214285714	67	5.1%
0.3928571429	65	4.9%
0.2321428571	61	4.6%
0.4107142857	60	4.6%
Other values (34)	589	44.8%

Value	Count	Frequency (%)
0.03571428571	1	0.1%
0.125	1	0.1%
0.1607142857	5	0.3%
0.1785714286	3	0.2%
0.1964285714	2	0.1%
0.2142857143	4	0.3%
0.2321428571	10	0.7%
0.25	11	0.8%
0.2678571429	13	0.9%
0.2857142857	14	1.0%

Value	Count	Frequency (%)
0	4	0.3%
0.01785714286	5	0.4%
0.03571428571	3	0.2%
0.05357142857	10	0.8%
0.07142857143	8	0.6%
0.08928571429	14	1.1%
0.1071428571	18	1.4%
0.125	17	1.3%
0.1428571429	20	1.5%
0.1607142857	25	1.9%

Value	Count	Frequency (%)
0	4	0.3%
0.01785714286	5	0.3%
0.03571428571	3	0.2%
0.05357142857	10	0.7%
0.07142857143	8	0.6%
0.08928571429	14	1.0%
0.1071428571	18	1.3%
0.125	17	1.2%
0.1428571429	20	1.4%
0.1607142857	25	1.7%

Value	Count	Frequency (%)
0.03571428571	1	0.1%
0.125	1	0.1%
0.1607142857	5	0.4%
0.1785714286	3	0.2%
0.1964285714	2	0.2%
0.2142857143	4	0.3%
0.2321428571	10	0.8%
0.25	11	0.8%
0.2678571429	13	1.0%
0.2857142857	14	1.1%

free sulfur dioxide
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	78	69
Distinct (%)	5.4%	5.3%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.36532658	0.34090466

	Cluster 0	Cluster 1
Minimum	0.025641026	0
Maximum	0.92307692	0.93589744
Zeros	0	1
Zeros (%)	0.0%	0.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	22.4 KiB	20.5 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0.025641026	0
5-th percentile	0.1025641	0.08974359
Q1	0.24358974	0.23076923
median	0.34615385	0.33333333
Q3	0.47435897	0.44871795
95-th percentile	0.66666667	0.6025641
Maximum	0.92307692	0.93589744
Range	0.8974359	0.93589744
Interquartile range (IQR)	0.23076923	0.21794872

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.17159711	0.15807901
Coefficient of variation (CV)	0.46970881	0.46370447
Kurtosis	0.095977358	0.045724276
Mean	0.36532658	0.34090466
Median Absolute Deviation (MAD)	0.11538462	0.11538462
Skewness	0.52102252	0.31270857
Sum	524.60897	447.94872
Variance	0.029445569	0.024988974
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3461538462	62	4.3%
0.2820512821	59	4.1%
0.4358974359	43	3.0%
0.2435897436	43	3.0%
0.3717948718	43	3.0%
0.4102564103	42	2.9%
0.3076923077	42	2.9%
0.2948717949	40	2.8%
0.358974359	39	2.7%
0.4230769231	38	2.6%
Other values (68)	985	68.6%

Value	Count	Frequency (%)
0.3717948718	51	3.9%
0.3076923077	50	3.8%
0.3461538462	49	3.7%
0.2692307692	47	3.6%
0.3333333333	43	3.3%
0.2564102564	41	3.1%
0.4102564103	38	2.9%
0.2307692308	38	2.9%
0.4615384615	38	2.9%
0.4358974359	37	2.8%
Other values (59)	882	67.1%

Value	Count	Frequency (%)
0.02564102564	1	0.1%
0.03846153846	7	0.5%
0.05128205128	12	0.8%
0.0641025641	9	0.6%
0.07692307692	12	0.8%
0.08974358974	12	0.8%
0.1025641026	20	1.4%
0.1153846154	21	1.5%
0.1217948718	1	0.1%
0.1282051282	16	1.1%

Value	Count	Frequency (%)
0	1	0.1%
0.01282051282	7	0.5%
0.02564102564	8	0.6%
0.03846153846	12	0.9%
0.05128205128	11	0.8%
0.0641025641	10	0.8%
0.07692307692	12	0.9%
0.08974358974	10	0.8%
0.1025641026	19	1.4%
0.1153846154	15	1.1%

Value	Count	Frequency (%)
0	1	0.1%
0.01282051282	7	0.5%
0.02564102564	8	0.6%
0.03846153846	12	0.8%
0.05128205128	11	0.8%
0.0641025641	10	0.7%
0.07692307692	12	0.8%
0.08974358974	10	0.7%
0.1025641026	19	1.3%
0.1153846154	15	1.0%

Value	Count	Frequency (%)
0.02564102564	1	0.1%
0.03846153846	7	0.5%
0.05128205128	12	0.9%
0.0641025641	9	0.7%
0.07692307692	12	0.9%
0.08974358974	12	0.9%
0.1025641026	20	1.5%
0.1153846154	21	1.6%
0.1217948718	1	0.1%
0.1282051282	16	1.2%

total sulfur dioxide
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	164	155
Distinct (%)	11.4%	11.8%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.46175575	0.37684868

	Cluster 0	Cluster 1
Minimum	0.041666667	0
Maximum	0.96041667	0.82083333
Zeros	0	1
Zeros (%)	0.0%	0.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	22.4 KiB	20.5 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0.041666667	0
5-th percentile	0.25	0.19166667
Q1	0.36666667	0.29166667
median	0.45	0.37083333
Q3	0.546875	0.45
95-th percentile	0.7	0.60416667
Maximum	0.96041667	0.82083333
Range	0.91875	0.82083333
Interquartile range (IQR)	0.18020833	0.15833333

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.13593391	0.1245128
Coefficient of variation (CV)	0.29438489	0.33040529
Kurtosis	0.04278473	0.45826578
Mean	0.46175575	0.37684868
Median Absolute Deviation (MAD)	0.091666667	0.079166667
Skewness	0.29680288	0.29627053
Sum	663.08125	495.17917
Variance	0.018478029	0.015503437
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3833333333	28	1.9%
0.4083333333	28	1.9%
0.3916666667	28	1.9%
0.5458333333	25	1.7%
0.5375	25	1.7%
0.4291666667	23	1.6%
0.4541666667	23	1.6%
0.3291666667	22	1.5%
0.4	22	1.5%
0.3416666667	22	1.5%
Other values (154)	1190	82.9%

Value	Count	Frequency (%)
0.2833333333	28	2.1%
0.3291666667	26	2.0%
0.3083333333	26	2.0%
0.3833333333	25	1.9%
0.3416666667	24	1.8%
0.3958333333	23	1.8%
0.4375	22	1.7%
0.3583333333	22	1.7%
0.4458333333	21	1.6%
0.4291666667	21	1.6%
Other values (145)	1076	81.9%

Value	Count	Frequency (%)
0.04166666667	1	0.1%
0.09166666667	2	0.1%
0.1166666667	2	0.1%
0.125	2	0.1%
0.1333333333	1	0.1%
0.15	1	0.1%
0.1541666667	1	0.1%
0.1708333333	1	0.1%
0.175	3	0.2%
0.1791666667	1	0.1%

Value	Count	Frequency (%)
0	1	0.1%
0.008333333333	1	0.1%
0.02083333333	1	0.1%
0.025	1	0.1%
0.0375	4	0.3%
0.04166666667	1	0.1%
0.0625	2	0.2%
0.075	3	0.2%
0.0875	1	0.1%
0.09166666667	2	0.2%

Value	Count	Frequency (%)
0	1	0.1%
0.008333333333	1	0.1%
0.02083333333	1	0.1%
0.025	1	0.1%
0.0375	4	0.3%
0.04166666667	1	0.1%
0.0625	2	0.1%
0.075	3	0.2%
0.0875	1	0.1%
0.09166666667	2	0.1%

Value	Count	Frequency (%)
0.04166666667	1	0.1%
0.09166666667	2	0.2%
0.1166666667	2	0.2%
0.125	2	0.2%
0.1333333333	1	0.1%
0.15	1	0.1%
0.1541666667	1	0.1%
0.1708333333	1	0.1%
0.175	3	0.2%
0.1791666667	1	0.1%

density
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	365	393
Distinct (%)	25.4%	29.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.41643923	0.26792737

	Cluster 0	Cluster 1
Minimum	0.17710438	0
Maximum	0.70639731	0.61818182
Zeros	0	1
Zeros (%)	0.0%	0.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	22.4 KiB	20.5 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0.17710438	0
5-th percentile	0.27104377	0.12457912
Q1	0.34545455	0.19461279
median	0.41010101	0.26060606
Q3	0.48417508	0.32508418
95-th percentile	0.57441077	0.45050505
Maximum	0.70639731	0.61818182
Range	0.52929293	0.61818182
Interquartile range (IQR)	0.13872054	0.13047138

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.09377919	0.097566644
Coefficient of variation (CV)	0.22519298	0.36415333
Kurtosis	-0.53743206	0.026651743
Mean	0.41643923	0.26792737
Median Absolute Deviation (MAD)	0.069360269	0.065993266
Skewness	0.153745	0.43990207
Sum	598.00673	352.05657
Variance	0.0087945365	0.00951925
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3831649832	40	2.8%
0.4909090909	32	2.2%
0.3764309764	31	2.2%
0.4235690236	31	2.2%
0.3966329966	31	2.2%
0.3292929293	31	2.2%
0.4505050505	30	2.1%
0.3562289562	27	1.9%
0.4101010101	26	1.8%
0.463973064	25	1.7%
Other values (355)	1132	78.8%

Value	Count	Frequency (%)
0.235016835	26	2.0%
0.1946127946	26	2.0%
0.3292929293	26	2.0%
0.2754208754	25	1.9%
0.261952862	24	1.8%
0.2686868687	21	1.6%
0.2888888889	21	1.6%
0.3158249158	21	1.6%
0.2080808081	19	1.4%
0.2484848485	19	1.4%
Other values (383)	1086	82.6%

Value	Count	Frequency (%)
0.1771043771	1	0.1%
0.1811447811	1	0.1%
0.1905723906	1	0.1%
0.1952861953	1	0.1%
0.2121212121	2	0.1%
0.2168350168	2	0.1%
0.2188552189	2	0.1%
0.2215488215	1	0.1%
0.2235690236	1	0.1%
0.2249158249	1	0.1%

Value	Count	Frequency (%)
0	1	0.1%
0.001346801347	1	0.1%
0.02087542088	2	0.2%
0.02356902357	1	0.1%
0.04242424242	1	0.1%
0.04579124579	1	0.1%
0.05589225589	2	0.2%
0.06127946128	1	0.1%
0.07003367003	1	0.1%
0.07272727273	1	0.1%

Value	Count	Frequency (%)
0	1	0.1%
0.001346801347	1	0.1%
0.02087542088	2	0.1%
0.02356902357	1	0.1%
0.04242424242	1	0.1%
0.04579124579	1	0.1%
0.05589225589	2	0.1%
0.06127946128	1	0.1%
0.07003367003	1	0.1%
0.07272727273	1	0.1%

Value	Count	Frequency (%)
0.1771043771	1	0.1%
0.1811447811	1	0.1%
0.1905723906	1	0.1%
0.1952861953	1	0.1%
0.2121212121	2	0.2%
0.2168350168	2	0.2%
0.2188552189	2	0.2%
0.2215488215	1	0.1%
0.2235690236	1	0.1%
0.2249158249	1	0.1%

pH
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	78	77
Distinct (%)	5.4%	5.9%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.53197608	0.44789149

	Cluster 0	Cluster 1
Minimum	0.070588235	0
Maximum	1	0.94117647
Zeros	0	3
Zeros (%)	0.0%	0.2%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	22.4 KiB	20.5 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0.070588235	0
5-th percentile	0.27058824	0.18823529
Q1	0.41176471	0.31764706
median	0.51764706	0.44705882
Q3	0.64705882	0.56470588
95-th percentile	0.82352941	0.71764706
Maximum	1	0.94117647
Range	0.92941176	0.94117647
Interquartile range (IQR)	0.23529412	0.24705882

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.1686875	0.16684386
Coefficient of variation (CV)	0.31709602	0.37250956
Kurtosis	-0.21101378	-0.27601537
Mean	0.53197608	0.44789149
Median Absolute Deviation (MAD)	0.11764706	0.11764706
Skewness	0.23426199	0.14604442
Sum	763.91765	588.52941
Variance	0.028455472	0.027836874
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4705882353	50	3.5%
0.5058823529	48	3.3%
0.4235294118	47	3.3%
0.4588235294	44	3.1%
0.4352941176	42	2.9%
0.5294117647	42	2.9%
0.5176470588	41	2.9%
0.4	41	2.9%
0.6235294118	41	2.9%
0.4823529412	40	2.8%
Other values (68)	1000	69.6%

Value	Count	Frequency (%)
0.5411764706	44	3.3%
0.4352941176	43	3.3%
0.4588235294	39	3.0%
0.4705882353	37	2.8%
0.5294117647	37	2.8%
0.4235294118	37	2.8%
0.3411764706	36	2.7%
0.3176470588	35	2.7%
0.5058823529	35	2.7%
0.3647058824	33	2.5%
Other values (67)	938	71.4%

Value	Count	Frequency (%)
0.07058823529	2	0.1%
0.08235294118	2	0.1%
0.1058823529	1	0.1%
0.1176470588	2	0.1%
0.1294117647	1	0.1%
0.1411764706	1	0.1%
0.1529411765	2	0.1%
0.1764705882	5	0.3%
0.1882352941	7	0.5%
0.2	4	0.3%

Value	Count	Frequency (%)
0	3	0.2%
0.01176470588	2	0.2%
0.03529411765	1	0.1%
0.04705882353	2	0.2%
0.05882352941	1	0.1%
0.09411764706	2	0.2%
0.1058823529	5	0.4%
0.1176470588	3	0.2%
0.1294117647	7	0.5%
0.1411764706	5	0.4%

Value	Count	Frequency (%)
0	3	0.2%
0.01176470588	2	0.1%
0.03529411765	1	0.1%
0.04705882353	2	0.1%
0.05882352941	1	0.1%
0.09411764706	2	0.1%
0.1058823529	5	0.3%
0.1176470588	3	0.2%
0.1294117647	7	0.5%
0.1411764706	5	0.3%

Value	Count	Frequency (%)
0.07058823529	2	0.2%
0.08235294118	2	0.2%
0.1058823529	1	0.1%
0.1176470588	2	0.2%
0.1294117647	1	0.1%
0.1411764706	1	0.1%
0.1529411765	2	0.2%
0.1764705882	5	0.4%
0.1882352941	7	0.5%
0.2	4	0.3%

sulphates
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	53	61
Distinct (%)	3.7%	4.6%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.47124298	0.38795319

	Cluster 0	Cluster 1
Minimum	0.081967213	0
Maximum	0.98360656	1
Zeros	0	1
Zeros (%)	0.0%	0.1%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	22.4 KiB	20.5 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0.081967213	0
5-th percentile	0.2295082	0.14754098
Q1	0.3442623	0.26229508
median	0.45081967	0.36065574
Q3	0.57377049	0.49180328
95-th percentile	0.80327869	0.72131148
Maximum	0.98360656	1
Range	0.90163934	1
Interquartile range (IQR)	0.2295082	0.2295082

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.17056683	0.18135311
Coefficient of variation (CV)	0.36195091	0.46746133
Kurtosis	-0.13537186	0.39603997
Mean	0.47124298	0.38795319
Median Absolute Deviation (MAD)	0.10655738	0.1147541
Skewness	0.58435695	0.81593228
Sum	676.70492	509.77049
Variance	0.029093042	0.032888952
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4590163934	78	5.4%
0.3606557377	70	4.9%
0.3770491803	65	4.5%
0.393442623	59	4.1%
0.3278688525	59	4.1%
0.5245901639	57	4.0%
0.4098360656	52	3.6%
0.4262295082	52	3.6%
0.2950819672	47	3.3%
0.262295082	47	3.3%
Other values (43)	850	59.2%

Value	Count	Frequency (%)
0.262295082	81	6.2%
0.2950819672	64	4.9%
0.2459016393	61	4.6%
0.3278688525	55	4.2%
0.3606557377	55	4.2%
0.2786885246	54	4.1%
0.2295081967	51	3.9%
0.1967213115	44	3.3%
0.393442623	44	3.3%
0.3442622951	43	3.3%
Other values (51)	762	58.0%

Value	Count	Frequency (%)
0.08196721311	2	0.1%
0.1475409836	7	0.5%
0.1639344262	5	0.3%
0.1803278689	13	0.9%
0.1967213115	11	0.8%
0.2131147541	18	1.3%
0.2295081967	17	1.2%
0.2459016393	26	1.8%
0.262295082	47	3.3%
0.2786885246	44	3.1%

Value	Count	Frequency (%)
0	1	0.1%
0.01639344262	1	0.1%
0.04918032787	2	0.2%
0.06557377049	4	0.3%
0.08196721311	10	0.8%
0.09836065574	6	0.5%
0.1147540984	7	0.5%
0.131147541	16	1.2%
0.1475409836	25	1.9%
0.1639344262	34	2.6%

Value	Count	Frequency (%)
0	1	0.1%
0.01639344262	1	0.1%
0.04918032787	2	0.1%
0.06557377049	4	0.3%
0.08196721311	10	0.7%
0.09836065574	6	0.4%
0.1147540984	7	0.5%
0.131147541	16	1.1%
0.1475409836	25	1.7%
0.1639344262	34	2.4%

Value	Count	Frequency (%)
0.08196721311	2	0.2%
0.1475409836	7	0.5%
0.1639344262	5	0.4%
0.1803278689	13	1.0%
0.1967213115	11	0.8%
0.2131147541	18	1.4%
0.2295081967	17	1.3%
0.2459016393	26	2.0%
0.262295082	47	3.6%
0.2786885246	44	3.3%

alcohol
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	55	63
Distinct (%)	3.8%	4.8%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	0.33513191	0.61270316

	Cluster 0	Cluster 1
Minimum	0	0.18965517
Maximum	0.68965517	1
Zeros	3	0
Zeros (%)	0.2%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	22.4 KiB	20.5 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	0	0.18965517
5-th percentile	0.13793103	0.39655172
Q1	0.24137931	0.51724138
median	0.34482759	0.62068966
Q3	0.43103448	0.70689655
95-th percentile	0.51724138	0.81034483
Maximum	0.68965517	1
Range	0.68965517	0.81034483
Interquartile range (IQR)	0.18965517	0.18965517

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.12143464	0.1312373
Coefficient of variation (CV)	0.36234877	0.21419393
Kurtosis	-0.40106835	-0.40020837
Mean	0.33513191	0.61270316
Median Absolute Deviation (MAD)	0.086206897	0.10344828
Skewness	-0.032116675	-0.016108185
Sum	481.24943	805.09195
Variance	0.014746371	0.017223228
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3620689655	91	6.3%
0.4482758621	86	6.0%
0.3448275862	83	5.8%
0.275862069	81	5.6%
0.4137931034	77	5.4%
0.3103448276	70	4.9%
0.1896551724	66	4.6%
0.2586206897	65	4.5%
0.2413793103	61	4.2%
0.3965517241	61	4.2%
Other values (45)	695	48.4%

Value	Count	Frequency (%)
0.6206896552	85	6.5%
0.7068965517	77	5.9%
0.5172413793	71	5.4%
0.6551724138	68	5.2%
0.5344827586	60	4.6%
0.724137931	60	4.6%
0.6724137931	56	4.3%
0.6896551724	55	4.2%
0.4827586207	55	4.2%
0.7413793103	53	4.0%
Other values (53)	674	51.3%

Value	Count	Frequency (%)
0	3	0.2%
0.01724137931	2	0.1%
0.03448275862	2	0.1%
0.05172413793	4	0.3%
0.06896551724	8	0.6%
0.08620689655	3	0.2%
0.1034482759	19	1.3%
0.1206896552	16	1.1%
0.1379310345	36	2.5%
0.1551724138	25	1.7%

Value	Count	Frequency (%)
0.1896551724	2	0.2%
0.275862069	2	0.2%
0.2931034483	4	0.3%
0.3103448276	1	0.1%
0.3275862069	2	0.2%
0.3448275862	8	0.6%
0.3620689655	22	1.7%
0.3793103448	14	1.1%
0.3965517241	12	0.9%
0.4137931034	26	2.0%

Value	Count	Frequency (%)
0.1896551724	2	0.1%
0.275862069	2	0.1%
0.2931034483	4	0.3%
0.3103448276	1	0.1%
0.3275862069	2	0.1%
0.3448275862	8	0.6%
0.3620689655	22	1.5%
0.3793103448	14	1.0%
0.3965517241	12	0.8%
0.4137931034	26	1.8%

Value	Count	Frequency (%)
0	3	0.2%
0.01724137931	2	0.2%
0.03448275862	2	0.2%
0.05172413793	4	0.3%
0.06896551724	8	0.6%
0.08620689655	3	0.2%
0.1034482759	19	1.4%
0.1206896552	16	1.2%
0.1379310345	36	2.7%
0.1551724138	25	1.9%

quality
Real number (ℝ)

	Cluster 0	Cluster 1
Distinct	6	7
Distinct (%)	0.4%	0.5%
Missing	0	0
Missing (%)	0.0%	0.0%
Infinite	0	0
Infinite (%)	0.0%	0.0%
Mean	5.8669916	6.3424658

	Cluster 0	Cluster 1
Minimum	3	3
Maximum	8	9
Zeros	0	0
Zeros (%)	0.0%	0.0%
Negative	0	0
Negative (%)	0.0%	0.0%
Memory size	22.4 KiB	20.5 KiB

Quantile statistics

	Cluster 0	Cluster 1
Minimum	3	3
5-th percentile	5	5
Q1	5	6
median	6	6
Q3	6	7
95-th percentile	7	8
Maximum	8	9
Range	5	6
Interquartile range (IQR)	1	1

Descriptive statistics

	Cluster 0	Cluster 1
Standard deviation	0.81089936	0.88393051
Coefficient of variation (CV)	0.13821383	0.13936701
Kurtosis	0.21280312	0.73583554
Mean	5.8669916	6.3424658
Median Absolute Deviation (MAD)	1	1
Skewness	0.12943052	-0.32114295
Sum	8425	8334
Variance	0.65755777	0.78133314
Monotonicity	Not monotonic	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
6	714	49.7%
5	407	28.3%
7	236	16.4%
4	42	2.9%
8	35	2.4%
3	2	0.1%

Value	Count	Frequency (%)
6	581	44.2%
7	461	35.1%
5	138	10.5%
8	95	7.2%
4	30	2.3%
3	5	0.4%
9	4	0.3%

Value	Count	Frequency (%)
3	2	0.1%
4	42	2.9%
5	407	28.3%
6	714	49.7%
7	236	16.4%
8	35	2.4%

Value	Count	Frequency (%)
3	5	0.4%
4	30	2.3%
5	138	10.5%
6	581	44.2%
7	461	35.1%
8	95	7.2%
9	4	0.3%

Value	Count	Frequency (%)
3	5	0.3%
4	30	2.1%
5	138	9.6%
6	581	40.5%
7	461	32.1%
8	95	6.6%
9	4	0.3%

Value	Count	Frequency (%)
3	2	0.2%
4	42	3.2%
5	407	31.0%
6	714	54.3%
7	236	18.0%
8	35	2.7%

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	alcohol	chlorides	citric acid	density	fixed acidity	free sulfur dioxide	pH	quality	residual sugar	sulphates	total sulfur dioxide	volatile acidity
alcohol	1.000	-0.165	0.194	-0.541	0.015	0.209	0.134	0.345	-0.020	0.175	0.037	-0.169
chlorides	-0.165	1.000	0.001	0.148	0.121	-0.092	-0.118	-0.193	-0.009	-0.107	0.104	0.185
citric acid	0.194	0.001	1.000	-0.105	0.327	-0.004	-0.059	0.081	-0.187	0.106	-0.003	-0.229
density	-0.541	0.148	-0.105	1.000	0.220	-0.161	0.107	-0.162	0.610	-0.079	0.070	0.132
fixed acidity	0.015	0.121	0.327	0.220	1.000	-0.144	-0.337	-0.051	-0.070	-0.022	-0.029	-0.057
free sulfur dioxide	0.209	-0.092	-0.004	-0.161	-0.144	1.000	0.113	0.289	0.036	0.089	0.461	-0.165
pH	0.134	-0.118	-0.059	0.107	-0.337	0.113	1.000	0.203	0.002	0.130	0.089	-0.092
quality	0.345	-0.193	0.081	-0.162	-0.051	0.289	0.203	1.000	0.090	0.154	0.002	-0.300
residual sugar	-0.020	-0.009	-0.187	0.610	-0.070	0.036	0.002	0.090	1.000	-0.081	0.048	0.069
sulphates	0.175	-0.107	0.106	-0.079	-0.022	0.089	0.130	0.154	-0.081	1.000	0.142	0.042
total sulfur dioxide	0.037	0.104	-0.003	0.070	-0.029	0.461	0.089	0.002	0.048	0.142	1.000	0.219
volatile acidity	-0.169	0.185	-0.229	0.132	-0.057	-0.165	-0.092	-0.300	0.069	0.042	0.219	1.000

Cluster 1

	alcohol	chlorides	citric acid	density	fixed acidity	free sulfur dioxide	pH	quality	residual sugar	sulphates	total sulfur dioxide	volatile acidity
alcohol	1.000	-0.014	-0.029	-0.574	-0.136	0.124	0.174	0.348	0.051	0.098	0.066	0.220
chlorides	-0.014	1.000	0.017	-0.007	0.053	0.007	-0.076	-0.092	-0.092	-0.012	0.066	0.067
citric acid	-0.029	0.017	1.000	0.100	0.268	0.008	-0.076	-0.016	-0.074	0.029	0.020	-0.233
density	-0.574	-0.007	0.100	1.000	0.394	-0.080	-0.144	-0.169	0.585	-0.046	0.157	0.059
fixed acidity	-0.136	0.053	0.268	0.394	1.000	-0.021	-0.571	-0.136	0.061	-0.069	0.057	-0.056
free sulfur dioxide	0.124	0.007	0.008	-0.080	-0.021	1.000	0.045	0.231	0.079	-0.065	0.566	-0.051
pH	0.174	-0.076	-0.076	-0.144	-0.571	0.045	1.000	0.188	-0.072	0.155	0.068	0.100
quality	0.348	-0.092	-0.016	-0.169	-0.136	0.231	0.188	1.000	0.174	0.071	0.152	0.091
residual sugar	0.051	-0.092	-0.074	0.585	0.061	0.079	-0.072	0.174	1.000	-0.105	0.215	0.260
sulphates	0.098	-0.012	0.029	-0.046	-0.069	-0.065	0.155	0.071	-0.105	1.000	-0.067	0.023
total sulfur dioxide	0.066	0.066	0.020	0.157	0.057	0.566	0.068	0.152	0.215	-0.067	1.000	0.130
volatile acidity	0.220	0.067	-0.233	0.059	-0.056	-0.051	0.100	0.091	0.260	0.023	0.130	1.000

Cluster 0

A simple visualization of nullity by column.

Cluster 1

A simple visualization of nullity by column.

Cluster 0

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Cluster 1

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Cluster 0

	fixed acidity	volatile acidity	citric acid	residual sugar	chlorides	free sulfur dioxide	total sulfur dioxide	density	pH	sulphates	alcohol	quality
1	0.375	0.543210	0.510638	0.046729	0.607143	0.153846	0.470833	0.463973	0.600000	0.442623	0.189655	6
2	0.825	0.493827	0.638298	0.294393	0.625000	0.358974	0.325000	0.538047	0.552941	0.360656	0.293103	6
5	0.825	0.493827	0.638298	0.294393	0.625000	0.358974	0.325000	0.538047	0.552941	0.360656	0.293103	6
6	0.350	0.592593	0.127660	0.299065	0.535714	0.358974	0.487500	0.524579	0.458824	0.409836	0.206897	6
8	0.375	0.543210	0.510638	0.046729	0.607143	0.153846	0.470833	0.463973	0.600000	0.442623	0.189655	6
9	0.825	0.345679	0.702128	0.042056	0.517857	0.333333	0.458333	0.450505	0.505882	0.377049	0.448276	6
11	0.950	0.370370	0.638298	0.168224	0.357143	0.192308	0.375000	0.511111	0.411765	0.508197	0.224138	5
12	0.775	0.246914	0.574468	0.028037	0.446429	0.179487	0.233333	0.329293	0.458824	0.672131	0.413793	5
13	0.450	0.197531	0.638298	0.042056	0.517857	0.589744	0.516667	0.275421	0.882353	0.491803	0.689655	7
16	0.425	0.567901	0.085106	0.322430	0.517857	0.410256	0.475000	0.564983	0.505882	0.459016	0.189655	5

Cluster 1

	fixed acidity	volatile acidity	citric acid	residual sugar	chlorides	free sulfur dioxide	total sulfur dioxide	density	pH	sulphates	alcohol	quality
10	0.825	0.469136	0.659574	0.039720	0.321429	0.115385	0.183333	0.248485	0.235294	0.557377	0.620690	5
14	0.450	0.222222	0.595745	0.042056	0.303571	0.333333	0.387500	0.288889	0.541176	0.540984	0.517241	7
15	0.650	0.641975	0.680851	0.023364	0.321429	0.192308	0.633333	0.309091	0.388235	0.508197	0.500000	6
17	0.400	0.567901	0.595745	0.107477	0.410714	0.217949	0.345833	0.275421	0.447059	0.213115	0.448276	7
23	0.650	0.469136	0.808511	0.023364	0.571429	0.192308	0.470833	0.288889	0.470588	0.442623	0.551724	6
24	0.600	0.592593	0.553191	0.065421	0.321429	0.448718	0.395833	0.235017	0.364706	0.803279	0.672414	7
31	0.550	0.617284	0.468085	0.028037	0.678571	0.461538	0.495833	0.235017	0.400000	0.098361	0.482759	6
54	0.400	0.444444	0.297872	0.271028	0.446429	0.320513	0.437500	0.214815	0.505882	0.442623	0.724138	7
62	0.575	0.246914	0.553191	0.037383	0.500000	0.371795	0.283333	0.181145	0.552941	0.245902	0.741379	7
63	0.550	0.592593	0.510638	0.032710	0.482143	0.230769	0.208333	0.275421	0.611765	0.704918	0.620690	7

Cluster 0

	fixed acidity	volatile acidity	citric acid	residual sugar	chlorides	free sulfur dioxide	total sulfur dioxide	density	pH	sulphates	alcohol	quality
4094	0.250	0.370370	0.446809	0.182243	0.553571	0.512821	0.437500	0.412795	0.611765	0.688525	0.413793	6
4095	0.450	0.395062	0.489362	0.443925	0.303571	0.076923	0.258333	0.616162	0.470588	0.475410	0.241379	6
4100	0.200	0.296296	0.553191	0.088785	0.589286	0.179487	0.441667	0.384512	0.823529	0.442623	0.275862	6
4101	0.650	0.345679	0.340426	0.028037	0.357143	0.205128	0.325000	0.359596	0.388235	0.311475	0.224138	6
4106	0.175	0.592593	0.063830	0.032710	0.392857	0.551282	0.570833	0.318519	0.552941	0.262295	0.396552	5
4111	0.500	0.345679	0.553191	0.028037	0.660714	0.461538	0.450000	0.416835	0.294118	0.524590	0.137931	5
4114	0.225	0.320988	0.468085	0.014019	0.410714	0.461538	0.425000	0.244444	0.529412	0.393443	0.379310	6
4115	0.425	0.370370	0.595745	0.032710	0.303571	0.346154	0.387500	0.395286	0.588235	0.524590	0.224138	5
4116	0.350	0.320988	0.404255	0.046729	0.428571	0.282051	0.304167	0.271380	0.564706	0.459016	0.482759	6
4118	0.425	0.395062	0.191489	0.028037	0.464286	0.358974	0.383333	0.365657	0.235294	0.393443	0.172414	6

Cluster 1

	fixed acidity	volatile acidity	citric acid	residual sugar	chlorides	free sulfur dioxide	total sulfur dioxide	density	pH	sulphates	alcohol	quality
4093	0.225	0.814815	0.234043	0.060748	0.589286	0.358974	0.387500	0.287542	0.588235	0.540984	0.482759	6
4096	0.325	0.592593	0.382979	0.280374	0.107143	0.346154	0.470833	0.321212	0.423529	0.229508	0.525862	7
4097	0.050	0.296296	0.638298	0.060748	0.000000	0.230769	0.329167	0.174411	0.682353	0.540984	0.629310	6
4099	0.225	0.320988	0.468085	0.046729	0.267857	0.397436	0.429167	0.224242	0.635294	0.491803	0.603448	6
4102	0.350	0.740741	0.680851	0.088785	0.410714	0.410256	0.408333	0.283502	0.670588	0.606557	0.551724	7
4107	0.025	0.962963	0.148936	0.060748	0.357143	0.743590	0.537500	0.170370	0.564706	0.213115	0.534483	6
4110	0.350	0.814815	0.255319	0.060748	0.142857	0.038462	0.154167	0.146128	0.294118	0.934426	0.793103	7
4113	0.325	0.641975	0.404255	0.074766	0.375000	0.294872	0.337500	0.152862	0.317647	0.360656	0.586207	6
4119	0.175	0.518519	0.425532	0.023364	0.125000	0.230769	0.379167	0.106397	0.647059	0.262295	0.758621	7
4120	0.300	0.320988	0.595745	0.009346	0.089286	0.256410	0.329167	0.154882	0.552941	0.163934	0.586207	6

Cluster 0

	fixed acidity	volatile acidity	citric acid	residual sugar	chlorides	free sulfur dioxide	total sulfur dioxide	density	pH	sulphates	alcohol	quality	# duplicates
18	0.300	0.296296	0.340426	0.289720	0.607143	0.256410	0.308333	0.383165	0.423529	0.327869	0.448276	6	4
98	0.500	0.246914	0.382979	0.429907	0.428571	0.346154	0.391667	0.468013	0.376471	0.377049	0.431034	7	4
2	0.050	0.617284	0.127660	0.042056	0.607143	0.102564	0.325000	0.309091	0.811765	0.360656	0.396552	6	3
22	0.300	0.617284	0.212766	0.056075	0.285714	0.602564	0.583333	0.322559	0.729412	0.508197	0.448276	6	3
34	0.350	0.345679	0.382979	0.074766	0.446429	0.282051	0.441667	0.309091	0.470588	0.426230	0.362069	6	3
40	0.375	0.123457	0.680851	0.023364	0.500000	0.782051	0.529167	0.239057	0.400000	0.819672	0.482759	7	3
41	0.375	0.222222	0.468085	0.168224	0.446429	0.448718	0.408333	0.317172	0.529412	0.344262	0.500000	6	3
47	0.375	0.469136	0.319149	0.242991	0.410714	0.641026	0.566667	0.531313	0.576471	0.262295	0.172414	6	3
50	0.400	0.061728	0.404255	0.023364	0.357143	0.538462	0.504167	0.290236	0.447059	0.540984	0.396552	7	3
89	0.475	0.246914	0.382979	0.448598	0.428571	0.346154	0.400000	0.510438	0.376471	0.377049	0.431034	7	3

Cluster 1

	fixed acidity	volatile acidity	citric acid	residual sugar	chlorides	free sulfur dioxide	total sulfur dioxide	density	pH	sulphates	alcohol	quality	# duplicates
3	0.075	0.617284	0.255319	0.046729	0.214286	0.205128	0.291667	0.147475	0.847059	0.262295	0.706897	7	3
4	0.075	0.666667	0.340426	0.289720	0.339286	0.435897	0.420833	0.321212	0.694118	0.295082	0.534483	6	3
26	0.300	0.493827	0.361702	0.696262	0.375000	0.371795	0.479167	0.469360	0.470588	0.360656	0.793103	7	3
46	0.350	0.765432	0.297872	0.196262	0.392857	0.551282	0.495833	0.311785	0.517647	0.344262	0.482759	7	3
56	0.400	0.345679	0.595745	0.397196	0.517857	0.423077	0.450000	0.414141	0.211765	0.131148	0.448276	7	3
69	0.425	0.617284	0.425532	0.149533	0.375000	0.410256	0.287500	0.213468	0.541176	0.672131	0.706897	7	3
75	0.450	0.543210	0.319149	0.345794	0.375000	0.243590	0.437500	0.438384	0.317647	0.262295	0.413793	6	3
83	0.475	0.543210	0.404255	0.102804	0.178571	0.448718	0.366667	0.301684	0.611765	0.672131	0.500000	7	3
101	0.500	0.765432	0.510638	0.317757	0.089286	0.461538	0.475000	0.337374	0.458824	0.360656	0.620690	7	3
109	0.525	0.493827	0.574468	0.397196	0.392857	0.179487	0.237500	0.517845	0.305882	0.524590	0.465517	5	3

Overview

Variables

Interactions

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0

Cluster 1

Cluster 0